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用于描述陡峭折扣者的马祖尔模型与曲线下面积的比较

A COMPARISON OF MAZUR'S AND AREA UNDER THE CURVE FOR DESCRIBING STEEP DISCOUNTERS.

作者信息

Yoon Jin H, De La Garza Richard, Newton Thomas F, Suchting Robert, Weaver Matthew T, Brown Gregory S, Omar Yasmine, Haliwa Ilana

机构信息

Baylor College of Medicine, Menninger Department of Psychiatry and Behavioral Sciences, Houston, TX 77030.

Mercyhurst University, Department of Psychology, Erie, PA 16546.

出版信息

Psychol Rec. 2017 Sep;67(3):355-363. doi: 10.1007/s40732-017-0220-9. Epub 2017 Mar 9.

Abstract

Delay discounting describes how a reward loses value as a function of increasing delay to its receipt and has been reliably associated with a variety of vulnerable populations including those with substance use disorders (SUDs). Two commonly used models to assess delay discounting in the field of SUDs include log derived from Mazur's hyperbolic equation and area under the curve (AUC). In the current study, we compared log with AUC on delay discounting data obtained from non-treatment seeking, cocaine- and methamphetamine-dependent volunteers. We specifically chose this population in order to obtain a distribution of relatively steep discounters. The results show that the relationship between AUC and log is better described by a quadratic rather than a linear function. In other words, changes in discounting, as measured by AUC and log , are reflected differently across a range of obtained responses. Additionally, the distribution of AUC values was skewed, which appears to be more likely among populations exhibiting greater discounting. Finally, closer examination of indifference points revealed that AUC was almost perfectly predicted by the area from the two longest delays, with relatively less input from shorter delays. Given these results, researchers should exercise additional caution when deciding which method to assess discounting data and how final results are to be interpreted, particularly when dealing with relatively high rates of discounting. High rates of discounting are likely in populations with impulsive disorders such as those with SUDs.

摘要

延迟折扣描述了奖励如何随着获得奖励的延迟增加而失去价值,并且一直与包括物质使用障碍(SUDs)患者在内的各种易受伤害人群可靠相关。在物质使用障碍领域评估延迟折扣的两种常用模型包括从马祖尔双曲线方程推导出来的对数和曲线下面积(AUC)。在本研究中,我们比较了从非寻求治疗的可卡因和甲基苯丙胺依赖志愿者获得的延迟折扣数据的对数和曲线下面积。我们特意选择这个人群,以便获得相对陡峭折扣者的分布。结果表明,曲线下面积和对数之间的关系用二次函数而非线性函数能更好地描述。换句话说,用曲线下面积和对数测量的折扣变化在一系列获得的反应中反映不同。此外,曲线下面积值的分布是偏态的,这在表现出更大折扣的人群中似乎更有可能。最后,对无差异点的仔细检查表明,曲线下面积几乎完全由最长的两个延迟的面积预测,较短延迟的输入相对较少。鉴于这些结果,研究人员在决定评估折扣数据的方法以及如何解释最终结果时应格外谨慎,尤其是在处理相对较高的折扣率时。在患有冲动障碍的人群中,如患有物质使用障碍的人群,很可能存在高折扣率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cfbd/5621750/f2cd863d9b45/nihms859102f1.jpg

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